UTKface dataset of faces in the wild contains \(24,108\)  faces gathered from the internet.
The face images are labeled by age, gender, and ethnicity; see Figure REF .
The ground truth of age, gender, and race are estimated through the Deep EXpectation (DEX) algorithm [1]} and verified by a human annotator.
Each image was cropped to ensure the face dominates it.
The face was in each image detected using the OpenCV-ResNet-10 based model.
The areas of the cropped faces are shown in Figure REF .
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